METHODS AND SYSTEMS FOR MEDICAL IMAGE PROCESSING USING A CONVOLUTIONAL NEURAL NETWORK (CNN)

摘要

A system includes an imager configured to acquire at least one image of a tissue, a memory configured to store processor executable instructions, and a processor operably coupled to the imager and the processor. Upon execution of the processor executable instructions, the processor is configured to train a convolutional neural network (CNN) using a plurality of training images, and implement the CNN to determine a probability of abnormality of at least one region of tissue in the at least one image.